Single and multi-objective genetic programming design for B-spline neural networks and neuro-fuzzy systems

The design phase of B-spline neural networks and neuro-fuzzy systems is a highly computationally complex task. Existent heuristics, namely the ASMOD algorithm, have been found to be highly dependent on the initial conditions employed. A Genetic Programming approach is proposed, which produces an eff...

ver descrição completa

Detalhes bibliográficos
Autor principal: Cabrita, Cristiano Lourenço (author)
Outros Autores: Ruano, Antonio (author), Fonseca, C. M. (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2013
Assuntos:
Texto completo:http://hdl.handle.net/10400.1/2211
País:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/2211